Axel Hu Phone: (+61)4 9130 1188 Email: botwhitegive@gmail.com Email: xihu3610@uni.sydney.edu.au Github: https://github.com/bot-white-g1ve An Dalyell Student (Computer Science & CyberSecurity) at The University of Sydney (USYD) with High distinction WAM. Participating in multiple AI research projects in USYD. Also have experience on Software Development. Continuously learning Business and Product Management. My goal is to establish an AI company in Australia. Last update on: 2024/07/28 Tips: You can hover over (or click) the image to enlarge it.

Artificial Intelligence Related Research

I have been working as an intern (Research Assistant) under the guidance of Dr.D.Liu, in Dr.C.Xu's lab in USYD, since second year. In the field of Deep Learning. (2023 August to now) I have also interned at Multimodal and Affective Laboratory of Hefei Industry University for 4 months during my first vacation on second year. My supervisor is Dr. J. Huang. In the field of Multimedia. (2023 November to 2024 March, 1 month online) I am current participating in Winter Vacation Internship Project of USYD, working under the supervision of Dr. M. Umair, in Dr. A. Bouguettaya's SCSLAB. In the field of Deepfake Detection.
Until now, I have two essays submitted, one as the first author to ACM Multimedia
Granted credits by Google Cloud & OpenAI Research. Details

Education Related Career

I have been working as a tutor for unit COMP2123 "Data Structure and Algorithm" under USYD School of Computer Science from 2023 November to Present. I have been working as a tutor for off-campus educational institution Youxiu Education from 2022 December to 2024 June. Details

Software Development Related Career/Project

Some challenging and meaniful academic projects, for example a micro blockchain. Details here. A wiki developed for 'Project Moon' series of games, currently offline and out-of-maintenance due to study and research load. Screentshot of the webpages is attached here. Netshall: Top 12 project in SYNCS Hackton 2023 Details

Academic Study

No.1 High School of Chizhou, Jul 2019 - Jun 2022, High School: Math, Chinese, English, Physics, Chemistry, Biology The University of Sydney, Aug 2022 - now, Bachelor of Advanced Computing: Computer Science, CyberSecurity
Dalyell scholarship (USYD's excellent student scholarship) link to official page VRI scholarship details HD(High Distinction) Average Mark in USYD school transcript Dean's List of Excellence in Academic Performance details Undergraduate High Honour role details UCLA summer session: two months of study in UCLA. GPA:4.0 school transcript Achievements in High School, including National/Provincial prices in Olympics tournaments Details

Other Commitments

English Fluency Proof: IELTS average 7.0 Self-Learning Bussiness, Marketing, Product Management. As I am planning for establishing an AI company (As an AI developer and Product Manager) And many other activities participated. Details

Business and Management Experience

Initiated a game development project using Unity in high school, gaining foundational experience in game design and programming before discontinuing the project. Developed a comprehensive game wiki for the Project Moon series during summer vacation after high school, demonstrating strong research and content management skills. The project was discontinued due to academic commitments. Provided high school tutoring and college application consulting services on Xiaohongshu 小红书, helping students navigate their academic journeys while honing communication and mentorship skills. Founded a casual gaming club, fostering a community of passionate players. Despite initial management challenges leading to a decline in active members, successfully retained a core group of dedicated participants, enhancing leadership and adaptability. Launched and currently lead an ongoing startup program Tutopia 留学邦, gaining hands-on experience in business development, team coordination, and problem-solving. For more details, please refer to this link
Summary

Experience

Undergraduate Research Assistant Jul 2023 – Present University of Syndey Under supervision of Dr.D. Liu, In the field of Deep Learning Research Assistant Nov 2023 – Mar 2024 Multimodal and Affective Laboratory of Hefei Industry University Under supervision of Dr.J. Huang, in the field of multimedia Vacation Research Internship Jun 2024 – Present University of Syndey SCSLAB Under supervision of Dr.M. Umair, in the field of Deepfake detection
Internship Certificate Tutor Nov 2023 – Jul 2024 University of Sydney For unit COMP2123, Data Structure and Algorithm Tutor Dec 2022 – Jun 2024 Off-campus educational institution Youxiu Education Teaching Assistant Aug 2019 - Aug 2022 No.1 High School of Chizhou Math class representative (teaching assistant) in high school

Education

No.1 High School of Chizhou Jul 2019 - Jun 2022, High School Math, Chinese, English, Physics, Chemistry, Biology The University of Sydney Aug 2022 - Present, Bachelor of Advanced Computing Computer Science, CyberSecurity The University of California, Los Angeles Jun 2024 - Aug 2024, Exchange Study Program Communication Studies

Projects

SurgAnt: An AI-Powered Surgical Assistance System Project Website For more projects: Refer to projects

Language

Mandarin: Native English: Full Professional Japanese: Elementary
My Skills Programming Language: Python, C, C#, Java Programming Language are learnt through University and by practice since Junior High Machine Learning & Deep Learing: CV, NLP, AIGC, etc ML&DL learnt through research career Backend Dev: Security, Flask(Python), SpringBoot(Java), SQL Frontend Dev: HTML, CSS, WXML Database Related: SQL, R Learnt though Uni Game Dev: C#, Unity Research & Essay Producing Computer Science CyberSecurity Project Management Learnt though Uni Product Management Software Development Learnt though Uni Server Configuration & Maintenance Learnt though maintaining my own game server Video editing: PR, PS, UTAU Language: Chinese, English, Japanese(elementary) Japanese is learnt though Uni Elective units
Research Career I have been working in the field of "Deep Learning, Computer Vision, Image Generation, Video Analytics, Surgical Analysis, Large Language Model, Multimedia, Antificial Intelligence" in several laboratories in USYD "Surgical Triplet Recognition via Diffusion Model" "Surgical Triplet Anticipation in Laparoscopic Videos for Decision Support" Project Website "Identifying AI-generated Images using a Service-Based Approach" Currently working on RL & NLP(LLM) Granted credits by Google Cloud & OpenAI Research.
Academic Performance in USYD Dalyell scholar (USYD's excellent student scholar) link to official page VRI scholarship link to official page HD(High Distinction) Average Mark in USYD school transcript Dean's List of Excellence in Academic Performance details Undergraduate High Honour role details UCLA summer session: two months of study in UCLA. GPA:4.0 school transcript
Projects A traversal support website the github page A secure online chat room and forum the github page

A micro Blockchain the github page A Federated Learning system for distributive Machine Learning the github page
A simple BitTorrent the github page A chess game the github page Surgical Triplet Anticipation System: An AI system that can anticipate the future surgical triplets (in form of <instrument, verb, target>) the github page OpenAI gym player: An AI that can play games in OpenAI gym libraries the github page
A system that detect Deepfake based on the images' metadata
English Fluency Proof IELTS average 7.0: Listening 7.5, Reading 8.5, Writing 6.0, Speaking 6.0. You may need to zoom in to see the picture clear National third prize in National English Proficiency Test for Secondary school students
Tutoring Experience The tutoring experience in USYD has taught me a lot. It taught me how to create an interactive teaching environment and how to communicate effectively with others. Duty: Tutoring, Marking, Producing answer sheet. Other commitment: Answering on Ed platform. Highlight: Sharing my course materials (ppt, pdf, code, etc) and frequently asked questions on Ed platform. Highlight: Provided suggestions adopted by the coordinator.
Academic Performance in high school Score 643 in Chinese College Entrance Exam (GaoKao), ranking 1817th out of 543,000 (top 0.3%) in the province Government-issued certificate Receive A for all the subjects in Graduation Exam (Huikao) National third prize in National English Proficiency Test for Secondary school students Provincial third prize in National Math Olympics tournament Provincial twice prize in National Physics Tournament Serve as Math class representative (teaching assistant) Golden model in Training Alliance of the model high school’s spring tournamen Provincial first prize in FLTRP cup National English Competition Group prize in English words competition of No.1 high school of Chizhou National second prize in 23rd National English Speech Competition for Secondary School Students
Startup Programs Taught me a great deal of experience: teamwork, accounting, project management, daily meetings, marketing, and front-end/back-end integration It made me realize how difficult software development is. It made me realize that leading a team actually requires attention to many details, and that team relationships should be treated as part of the job. In the process of starting a business, frequent interaction with the outside world is also necessary, and communication skills are essential. Starting a business requires a do-or-die determination, and it's even better to be prepared as if writing a final letter. Only with this mindset can one devote themselves to the work day and night, rather than treating entrepreneurship as a game. First Entrepreneurial Venture – 留学邦 Tutopia: Founded Tutopia, an online community connecting students with tutors for academic support and guidance. This platform aimed to facilitate personalized learning experiences and streamline the tutoring process. For more details, please refer to BP(pdf) and BP(pptx).
Game Projects I love playing computer games. My exploring of coding starts from developing mini-games and maintaining game servers I have created this self-made unofficial wiki for 'Project Moon' Game Series. The webpages are in Chinese.
Also, I used to maintain a MineCraft server
Other Commitments SPAR(practice contests of ICPC) top 10 rank in Sydney Participated in SYNCS Hackton 2023: Proposed our project--Netshall, where people can create chatrooms on a map. The top twelve project in Hackton. Link to Project Page Some volunteers: Chizhou No.1 Hospital / NOFFS sorting / Engage Asia / USYD helpdesk. Participated in the Interdisciplinary Teamwork Research of a USYD PhD student. Self-taught in quantitative analysis, and trading on the U.S. option market using self-developed quantitative scripts.